Machine Learning · AI · Consulting · Data · Software
Advanced ML,
that moves the needle.
- Applied AI Scientist
- ML Engineer
- AI Strategist
I'm Jesús Ramseths. I design and ship AI and ML systems, from abstraction and modeling to deployment and full-stack integration.
Experience across industries & academia
9+
Years experience
MSc
Artificial Intelligence
30+
Certifications
15+
Projects shipped
Services
What I can help you build
End-to-end AI delivery, from strategy to the systems your users actually touch.
High-Level Consulting
Senior technical guidance for the calls that matter: architecture decisions, technology bets, and hands-on leadership from someone who's shipped it at large companies worldwide.
Talk about your use caseModels
Machine learning and deep learning models for computer vision, NLP, generative AI, and reinforcement learning, engineered to scale from prototype to production.
Talk about your use caseData
Scalable data pipelines and MLOps infrastructure on cloud platforms like Azure, AWS, GCP, and Databricks, using Medallion architecture for reliable, production-grade data.
Talk about your use caseSoftware
Fast, modern web and mobile apps that bring your AI products to the people who'll actually use them.
Talk about your use caseAbout
About me
Applied AI Scientist & ML Architect
I design and build production-ready AI systems that drive measurable impact. From data pipelines to deep learning models in Computer Vision, NLP and beyond, I turn complex research into scalable solutions, now focusing on the next generation of AI Agents.
Speaker and thought leader
I have shared my experience at national and international conferences, mentoring the next generation of AI practitioners along the way.
Skills & tools
Career
Experience
Senior Machine Learning Engineer
Salesforce
- Building advanced models and systems.
Lead AI/ML Engineer
PepsiCo · Global
- Reduced model training and delivery time by 70% by re-architecting cloud data workflows across Brazil, Colombia, and Mexico.
- Built real-time inference pipelines that cut predictive-scenario processing time by 40%.
- Led and mentored a cross-functional team of Data Scientists, Data Engineers, and ML Engineers on Azure, MLOps, and analytics best practices.
Senior Machine Learning Engineer
PepsiCo · Global
- Built RAG (Generative AI) systems for market-share insights using LangChain, vector databases, and LoRA fine-tuning.
- Shipped forecasting models (Sktime, NeuralForecast, MLForecast) into production web apps with Dash and Gradio.
Machine Learning Specialist
El Puerto de Liverpool · CDMX
- Designed and deployed a production ML architecture for a mobile app recommendation system on Google Cloud (Vertex AI, Natural Language AI).
- Built NLP models for sentiment analysis and text classification to support digital transformation initiatives.
Assistant Professor of Mathematics & Computer Science
Universidad Continente Americano
- Taught trigonometry, algebra, probability, statistics, and computer science at the high school level.
IoT & Machine Learning Developer
ITESI · IoT Research Group · Guanajuato
- Built real-time computer vision inference systems using transfer learning (DenseNet, ResNet) for MRI image classification.
- Researched IoT devices with SigFox technology and designed autonomous robots for Industry 4.0 applications.
Software Application Developer
AAM · American Axle & Manufacturing · Silao, Guanajuato
- Developed backend applications with .NET and administered SQL Server databases; programmed Fanuc robots and PLCs for manufacturing automation.
Academia
Education
Exchange Program - MSc in Artificial Intelligence
Pontificia Universidad Católica de Chile
Guest lecture on Reinforcement Learning during the exchange semester.
MSc in Artificial Intelligence, Computer Science
Tecnológico de Monterrey
Mathematics, NLP, LLMs, IoT, GraphRAG
Honors: Best GPA of Generation
BSc in Computer Systems Engineering, Software Engineering
Tecnológico Nacional de México, Campus Irapuato (ITESI)
Thesis: Deep Learning with DenseNet-201 for Enhanced COVID-19 Detection
Honors: Best GPA of Generation
Recognitions
Awards & recognitions
Honorable Mention of Excellence (Summa Cum Laude)
National Best Graduate in Computer Systems Engineering
State-Level Recognition for Academic and Professional Excellence
Honorable Mention (Summa Cum Laude) for Best GPA in Software Engineering
Credentials
International certifications
A selection of the most relevant credentials (30+ in total on LinkedIn).
Azure AI Engineer Associate
Azure Databricks Platform Architect
Certified Data Engineer
HCIP – Cloud Solutions Architect
+20 more certifications
Contact
Let's build something great together.
Have a Consulting, Models, Data, or Software project, or a conference / speaking request? I'd like to hear about it.
Prefer email? Reach me directly at contact@ramseths.com